Quan Kuichen

OmniNav: A Unified Framework for Prospective Exploration and Visual-Language Navigation

Embodied navigation is a foundational challenge for intelligent robots, demanding the ability to comprehend visual environments, follow natural language instructions, and explore autonomously. However, existing models struggle to provide a unified solution across heterogeneous navigation paradigms,…